DIU Faculty Publication: Recent submissions

  • 3A comparative Study on Sentiment Analysis for Bengali Language Based on LSTM in F-Commerce 
    Rudro, Mahafozur Rahman; Wahid, Md Faysal; Islam, Md Ariful; Ria, Nushrat Jahan (Daffodil International University, 2023-08-03)
    LSTMs are a type of RNN cell that regulates incoming and outgoing information using text-processing-specific gates. Online retailers, as we all know, have been extremely popular in recent years. Many social media sites, ...
  • Machine Learning Prediction of Consumer Travel Insurance Purchase Behavior 
    Rubi, Maksuda Akter; Bijoy, Md. Hasan Imam; Chowdhury, Shanjida; Islam, Khairul (Daffodil International University, 2023-04-09)
    Travel insurance covers the expenses and losses related to travelling which is helpful security for travelers domestically or abroad. The goal of the study is to see whether a consumer is interested in buying travel insurance ...
  • Bangla Handwritten 
    Jaman, Sadia; Sovon, Mehadi Hassan; Raihanuzzaman, Syed; Hasan, Md. Mehadi; Nabi, Nusrat; Ahamed, Md. Sazzadur (Daffodil International University, 2023-11-07)
    The difficulty of handwritten character identification varies by language, owing to differences in shapes, lines, numbers, and size of characters. There are several studies for the identification of handwritten characters ...
  • Enhancing Sentiment Analysis using Machine Learning Predictive Models to Analyze Social Media Reviews on Junk Food 
    Ajmain, Moshfiqur Rahman; Khatun, Mst. Farhana; Bandan, Sheikh Sadi; Rejuan, Arifur Rahman; Ria, Nushrat Jahan; Noori, Sheak Rashed Haider (Daffodil International University, 2023-12-20)
    In the last few years, the Use of social media has increased immensely. People share different types of opinions on social media like Facebook posts, comments, tweets etc. Sentiment analysis involves the process of ...
  • Detecting Fake News using Machine Learning 
    Ahmed, Alim Al Ayub; Aljarbouh, Ayman; Donepudi, Praveen Kumar; Choi, Myung Suh (Daffodil International University, 2023-12-20)
    Internet is one of the important inventions and a large number of persons are its users. These persons use this for different purposes. There are different social media platforms that are accessible to these users. Any ...
  • Sentiment Analysis of Bengali Textual Comments in Field of Sports Using Deep Learning Approach 
    Rabeya, Mosa; Tuly, Mumtahina Rahman; Mahmud, Md. Shihab; Sattar, Abdus (Daffodil International University, 2022-10-16)
    In recent days, people are expressing their emotions, feelings or opinions on various social platforms. In those opinions some are real and some are fake. There are a lot of discussions about sports. When their team wins ...
  • Deep Learning Based Sentiment Analysis from Bangla Text Using Glove Word Embedding along with Convolutional Neural Network 
    Mahmud, Md Ishtyaq; Abdelgawad, Ahmed; Yanambaka, Venkata P. (Daffodil International University, 2023-04-10)
    Unique key generation is essential for encryption purposes between Internet of Things (IoT) devices. To produce a unique key for this encryption, Physical Unclonable Functions (PUFs) might be employed. Also, the Random ...
  • People Thoughts Prediction Using Machine Learning on Online Shopping in Bangladesh During COVID-19 Pandemic 
    Akter, Sharmin; Islam, MD. Khairul; Hossain, MD. Nabir; Rahman, Mahfuzur; Boshra, Syeda Jannatul (Daffodil International University, 2023-04-28)
    E-commerce business has become a prominent entity of global retail as online transaction saves time and cost at the same time. COVID-19 pandemic and lockdown accelerated the growth of e-commerce. The new e-business companies ...
  • Tidal Power Plant Exploration 
    Noman, S. M.; Hasan, Mohammad Mahedy; Haque, Obaidul; Islam, Baki-Ul-; Salehin, Imrus; Moon, Nazmun Nessa (Daffodil International University, 2022-12-29)
    Tidal energy is an environmentally benign, practical, and cost-effective renewable energy source. The hydropower potential appropriate site for electrical power production accessible in Bangladesh's coastline region is ...
  • A Supervised Machine Learning Approach to Classify Perkinson's Disease 
    Aich, Satyabrata; Youn, Jinyoung; Chakraborty, Sabyasachi; Pradhan, Pyari Mohan; Park, Jin-han; Park, Seongho; Park, Jinse (Daffodil International University, 2020-06-20)
    Parkinson’s disease (PD) affects tens of millions of human beings global and is a lot of triumphing in people over the age of 50. Even these days, with so many technologies and improvements, early detection of this disease ...
  • A Comparative Study on Road Surface State Assessment Using Transfer Learning Approach 
    Rahman, Fahim Ur; Ahmed, Md. Tanvir; Amin, Md Risfat; Nabi, Nusrat; Ahamed, Mr. Md. Sazzadur (Daffodil International University, 2022-02-20)
    Automatic detection of road surface condition and classified data storage is proposed using a customized VGG16 model. One of the primary concerns affecting safety in transportation is road surface distress. The first sign ...
  • Sentiment Analysis of Bengali Facebook Data Using Classical and Deep Learning Approaches 
    Chakraborty, Partha; Nawar, Farah; Chowdhury, Humayra Afrin (Daffodil International University, 2022-02-17)
    Recently, sentiment analysis has been performed on various information on social media to derive market intelligence. As we know social media is filled with different content as a result audiences are interacting there ...
  • Survey-Based Machine Learning Approaches to Diagnosis of Hair Fall Disorder in Bangladeshi Community 
    Khatun, Mst. Farhana; Ajmain, Moshfiqur Rahman; Khushbu, Sharun Akter; Ria, Nushrat Jahan; Noori, Sheak Rashed Haider (Daffodil International University, 2022-12-29)
    Hair symbolizes the beauty of women and men. All of us are jealous of our hair. We lose hair at a young age due to some mistakes or irregularities. Lots of men and women all over the world are suffering from hair falling ...
  • Impact of Information and Communication Technology on the Secondary Schools’ Efficiency in Barisal Division of Bangladesh 
    Baten, MD. Azizul; Hossain, MD. Kamrul; – Al – Zab, Abdullah (Daffodil International University, 2022-12-08)
    This study assess the efficiency and identify the factors causing responsible for school inefficiency of Barisal division in Bangladesh using stochastic frontier analysis. Multiple regression analysis was used to investigate ...
  • A Novel Compound Feature Based Driver Identification 
    Khan, Md. Abbas Ali; Ali, Mohammad Hanif; Haque, AKM Fazlul; Islam, Md. Iktidar; Islam, Mohammad Monirul (Daffodil International University, 2022-01-20)
    Abstract: In today's world, it is time to identify the driver through technology. At present, it is possible to find out the driving style of the drivers from every car through controller area network (CAN-BUS) sensor data ...
  • BrainNet-7 
    Rashid, Md. Harun-Or; Akter, Salma; Akhi, Amatul Bushra (Daffodil International University, 2022-01-20)
    Tumors in the brain are masses or clusters of abnormal cells that may spread to other tissues nearby and pose a danger to the patient. The main imaging technique used to determine the extent of brain tumors is magnetic ...
  • The Impact on Education of University Students in COVID-19 Pandemic Period 
    Das, Dilip Kumar; Hossain, Mohammed Motaher; Islam, Md Shafiqul; Rahman, M Abdur; Chowdhury, Suman (Daffodil International University, 2022-12-10)
    The educational sector of Bangladesh is severely affected due to the sudden outbreak of novel Corona virus (COVID-19). Bangladesh which is one of the densely populated countries has a significant improvement in the education ...
  • A Data Analysis Technique to Find the Environmental Effect on Egg Production in the Poultry Farm Using ML and IOT 
    Siddika, Ayesha; Faysal, Md Anowar Hossen; Ahmed, Md Rasel; Rahaman, Md Masudur; Ali, Mohammad; Foysal, Md. Ferdouse Ahmed (Daffodil International University, 2022-05-18)
    Environmental maintenance of the poultry house is essential for maintaining the excellent health of the poultry as the rate of egg production is disrupted due to illness. Our main objective is to find real-time environmental ...
  • A Systematic Review on Machine Learning Models for Online Learning and Examination Systems 
    Kaddoura, Sanaa; Popescu, Daniela Elena; Hemanth, Jude D. (Daffodil International University, 2022-05-18)
    Examinations or assessments play a vital role in every student's life; they determine their future and career paths. The COVID pandemic has left adverse impacts in all areas, including the academic field. The regularized ...
  • A Cost-Effective IoT Device for Protecting People from the Dangers of Environmental Risk in Bangladesh 
    Rimi, Mahmuda Mahfuz; Ahmed, Md Rasel; Hossan, Sakhawat; Rahaman, Md Masudur; Faysal, Md Anowar Hossen; Foysal, Md. Ferdouse Ahmed (Daffodil International University, 2022-07-29)
    The factors of population growth, unplanned urbanization, vehicles, factories, and brick kilns are constantly making air quality concerns. In addition, due to lack of public awareness, people are continually facing various ...

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